
Teaching Assistant
Swati K.
Scientific Writing
About me
PhD scholar specializing in deep learning, computer vision, and edge AI systems with a strong foundation in computing architectures and embedded platforms. Alongside academic research, has extensive teaching and mentorship experience guiding students through research problem formulation, literature review, methodology development, and thesis writing. Passionate about enabling early-stage researchers to translate theoretical concepts into well-structured, impactful research projects.
Interests: Deep Learning; Edge AI and Embedded Intelligence; FPGA-Based Neural Network Acceleration; Hardware–Software Co-Design; Computer Vision; Resource-Efficient Deep Learning (Quantization and Model Optimization); Real-Time AI Systems.
Certifications
My Services
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